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Lots of systems try to decrease overfitting by satisfying a concept in accordance with how well it suits the data but penalizing the theory in accordance with how elaborate the theory is.[a hundred thirty] Other limitations and vulnerabilitiesCharacterizing the generalization of varied learning algorithms can be an active matter of latest research,